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Dynamic classifier selection: Recent advances and perspectives
Abstract Multiple Classifier Systems (MCS) have been widely studied as an alternative for
increasing accuracy in pattern recognition. One of the most promising MCS approaches is …
increasing accuracy in pattern recognition. One of the most promising MCS approaches is …
Ensemble based systems in decision making
R Polikar - IEEE Circuits and systems magazine, 2006 - ieeexplore.ieee.org
In matters of great importance that have financial, medical, social, or other implications, we
often seek a second opinion before making a decision, sometimes a third, and sometimes …
often seek a second opinion before making a decision, sometimes a third, and sometimes …
Prediction of financial distress: An empirical study of listed Chinese companies using data mining
The deterioration in profitability of listed companies not only threatens the interests of the
enterprise and internal staff, but also makes investors face significant financial loss. It is …
enterprise and internal staff, but also makes investors face significant financial loss. It is …
Ensemble learning
R Polikar - Ensemble machine learning: Methods and applications, 2012 - Springer
Over the last couple of decades, multiple classifier systems, also called ensemble systems
have enjoyed growing attention within the computational intelligence and machine learning …
have enjoyed growing attention within the computational intelligence and machine learning …
[BOEK][B] Combining pattern classifiers: methods and algorithms
LI Kuncheva - 2014 - books.google.com
A unified, coherent treatment of current classifier ensemble methods, from fundamentals of
pattern recognition to ensemble feature selection, now in its second edition The art and …
pattern recognition to ensemble feature selection, now in its second edition The art and …
Human identification using finger images
This paper presents a new approach to improve the performance of finger-vein identification
systems presented in the literature. The proposed system simultaneously acquires the finger …
systems presented in the literature. The proposed system simultaneously acquires the finger …
[BOEK][B] Statistical pattern recognition
AR Webb - 2003 - books.google.com
Statistical pattern recognition is a very active area of study andresearch, which has seen
many advances in recent years. New andemerging applications-such as data mining, web …
many advances in recent years. New andemerging applications-such as data mining, web …
G-MS2F: GoogLeNet based multi-stage feature fusion of deep CNN for scene recognition
Scene recognition plays an important role in the task of visual information retrieval,
segmentation and image/video understanding. Traditional approaches for scene recognition …
segmentation and image/video understanding. Traditional approaches for scene recognition …
Toward detecting emotions in spoken dialogs
The importance of automatically recognizing emotions from human speech has grown with
the increasing role of spoken language interfaces in human-computer interaction …
the increasing role of spoken language interfaces in human-computer interaction …
Multimodal biometrics: An overview
Unimodal biometric systems have to contend with a variety of problems such as noisy data,
intra-class variations, restricted degrees of freedom, non-universality, spoof attacks, and …
intra-class variations, restricted degrees of freedom, non-universality, spoof attacks, and …